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[run_glue] add speed metrics (#9198) 

* add speed metrics

* suggestions
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Stas Bekman 2020-12-18 17:09:30 -08:00 committed by GitHub
parent 3ff5e8955a
commit 6b850b671d
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1 changed files with 15 additions and 2 deletions
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17
examples/text-classification/run_glue.py
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@ -350,11 +350,24 @@ def main():
# Training
if training_args.do_train:
trainer.train(
train_result = trainer.train(
model_path=model_args.model_name_or_path if os.path.isdir(model_args.model_name_or_path) else None
)
metrics = train_result.metrics
trainer.save_model() # Saves the tokenizer too for easy upload
output_train_file = os.path.join(training_args.output_dir, "train_results.txt")
if trainer.is_world_process_zero():
with open(output_train_file, "w") as writer:
logger.info("***** Train results *****")
for key, value in sorted(metrics.items()):
logger.info(f" {key} = {value}")
writer.write(f"{key} = {value}\n")
# Need to save the state, since Trainer.save_model saves only the tokenizer with the model
trainer.state.save_to_json(os.path.join(training_args.output_dir, "trainer_state.json"))
# Evaluation
eval_results = {}
if training_args.do_eval:
@ -374,7 +387,7 @@ def main():
if trainer.is_world_process_zero():
with open(output_eval_file, "w") as writer:
logger.info(f"***** Eval results {task} *****")
for key, value in eval_result.items():
for key, value in sorted(eval_result.items()):
logger.info(f" {key} = {value}")
writer.write(f"{key} = {value}\n")